We organize papers related to causal that published on top conferences recently. (因果领域论文分类汇总)
☆101Mar 29, 2023Updated 3 years ago
Alternatives and similar repositories for Awesome-Causal-Papers
Users that are interested in Awesome-Causal-Papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 关于causal discovery, invariant learning, machine learning等方向的论文阅读笔记和slides总结☆34Jun 10, 2025Updated 9 months ago
- Multi-Instance Causal Representation Learning☆22Nov 7, 2024Updated last year
- HACSurv: A Hierarchical Copula-based Approach for Survival Analysis with Dependent Competing Risks☆12Mar 5, 2025Updated last year
- 🛠 How to Apply Causal ML to Real Scene Modeling？How to learn Causal ML？【✔从Causal ML到实际场景的Uplift建模】☆150Mar 25, 2023Updated 3 years ago
- Causal Neural Nerwork☆151Sep 26, 2025Updated 6 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Repo of "Large Language Model-based Human-Agent Collaboration for Complex Task Solving(EMNLP2024 Findings)"☆34Sep 20, 2024Updated last year
- 📚 A collection of awesome Causality in ST data papers.☆51Mar 21, 2026Updated last week
- Time series data structure learning with NOTEARS and DYNOTEARS☆15May 23, 2024Updated last year
- ☆26Feb 16, 2022Updated 4 years ago
- RecBole-Debias is a toolkit built upon RecBole for reproducing and developing debiased recommendation algorithms.☆41Mar 3, 2023Updated 3 years ago
- Official implementation of the paper "Interventions, Where and How? Experimental Design for Causal Models at Scale", NeurIPS 2022.☆20Jan 3, 2023Updated 3 years ago
- Implement Fair Recommendation Model In RecBole☆28Feb 27, 2023Updated 3 years ago
- Bicycle: Intervention-Based Causal Discovery with Cycles☆36Jun 3, 2025Updated 9 months ago
- This is an implementation for our paper "Addressing Confounding Feature Issue for Causal Recommendation" based on PyTorch.☆22Jun 15, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- The CausalRivers benchmark package. Evaluate your Causal Discovery method on real-world data.☆43Updated this week
- [ICML 2024] Jacobian Regularizer-based Neural Granger Causality☆18Oct 1, 2024Updated last year
- We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NU…☆516Mar 3, 2023Updated 3 years ago
- (WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"☆30Nov 21, 2022Updated 3 years ago
- Python implementation of Entropy Balancing for binary and continuous treatment☆21Dec 16, 2025Updated 3 months ago
- Must-read papers and resources related to causal inference and machine (deep) learning☆749Nov 23, 2022Updated 3 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆16Jul 2, 2022Updated 3 years ago
- [TNNLS-2024, arXiv-2023.2.10] Official repository of "A Survey on Causal Reinforcement Learning"☆217Dec 8, 2025Updated 3 months ago
- ☆27Dec 20, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- This repository contains the implementation for our work "TopoDiffusionNet: A Topology-aware Diffusion Model", accepted to ICLR 2025.☆22Apr 17, 2025Updated 11 months ago
- Trustworthy AI related projects☆1,113Nov 13, 2025Updated 4 months ago
- [NeurIPS 2024] "Discovery of the Hidden World with Large Language Models"☆31Dec 2, 2024Updated last year
- MISO: Learning Multiple Initial Solutions to Optimization Problems☆16Nov 8, 2024Updated last year
- ☆21Nov 5, 2024Updated last year
- Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation (ICML 2024)☆15Jul 19, 2024Updated last year
- ➕➕ Perfect Match is a simple method for learning representations for counterfactual inference with neural networks.☆131Mar 24, 2023Updated 3 years ago
- (SIGIR2020) “Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback’’☆21Nov 21, 2022Updated 3 years ago
- 关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记☆1,238Dec 14, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A version of scikit-learn that includes implementations of Wager & Athey and Scott Powers causal forests.☆22Nov 9, 2016Updated 9 years ago
- ☆190Feb 2, 2026Updated last month
- Source code of AAAI'22 paper: A Hybrid Causal Structure Learning Algorithm for Mixed-type Data☆40Jun 10, 2022Updated 3 years ago
- Curated research at the intersection of causal inference and natural language processing.☆813Feb 1, 2024Updated 2 years ago
- Generate robust counterfactual explanations for machine learning models☆17Jun 8, 2023Updated 2 years ago
- A collection of research works about causal inference for recommender systems, including papers and code.☆35Dec 7, 2024Updated last year
- RecBole-MetaRec is an extended module for RecBole, which aims to help researchers to compare and develop their own models in the meta lea…☆25Feb 8, 2023Updated 3 years ago